ASAP_FineTuningBERT_AugV3_k5_task1_organization_fold4

This model is a fine-tuned version of bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.8540
• Qwk: 0.4885
• Mse: 0.8540
• Rmse: 0.9241

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 32
• eval_batch_size: 32
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0034	2	10.4541	0.0	10.4541	3.2333
No log	0.0069	4	8.7845	0.0063	8.7845	2.9639
No log	0.0103	6	7.0878	0.0056	7.0878	2.6623
No log	0.0137	8	5.6467	0.0016	5.6467	2.3763
No log	0.0172	10	4.4096	0.0018	4.4096	2.0999
No log	0.0206	12	3.4517	0.0352	3.4517	1.8579
No log	0.0240	14	2.6451	0.0157	2.6451	1.6264
No log	0.0274	16	2.1055	0.0079	2.1055	1.4510
No log	0.0309	18	1.6913	0.0079	1.6913	1.3005
No log	0.0343	20	1.5597	0.0079	1.5597	1.2489
No log	0.0377	22	1.7036	0.0079	1.7036	1.3052
No log	0.0412	24	1.4501	0.0298	1.4501	1.2042
No log	0.0446	26	1.6450	0.0061	1.6450	1.2826
No log	0.0480	28	1.4894	0.0047	1.4894	1.2204
No log	0.0515	30	1.4130	0.0392	1.4130	1.1887
No log	0.0549	32	1.6155	0.0095	1.6155	1.2710
No log	0.0583	34	1.7771	0.0079	1.7771	1.3331
No log	0.0617	36	2.0169	0.0089	2.0169	1.4202
No log	0.0652	38	1.6396	0.0105	1.6396	1.2805
No log	0.0686	40	1.1523	0.0826	1.1523	1.0734
No log	0.0720	42	1.0491	0.0715	1.0491	1.0243
No log	0.0755	44	1.0917	0.0738	1.0917	1.0448
No log	0.0789	46	1.3192	0.0915	1.3192	1.1485
No log	0.0823	48	2.0679	0.0079	2.0679	1.4380
No log	0.0858	50	2.0706	0.0079	2.0706	1.4390
No log	0.0892	52	1.5654	0.0068	1.5654	1.2511
No log	0.0926	54	1.3798	0.0718	1.3798	1.1747
No log	0.0961	56	1.3267	0.1049	1.3267	1.1518
No log	0.0995	58	1.2978	0.1266	1.2978	1.1392
No log	0.1029	60	1.3724	0.0549	1.3724	1.1715
No log	0.1063	62	1.5236	0.0076	1.5236	1.2343
No log	0.1098	64	1.6220	0.0030	1.6220	1.2736
No log	0.1132	66	1.5378	0.0024	1.5378	1.2401
No log	0.1166	68	1.6463	0.0033	1.6463	1.2831
No log	0.1201	70	1.7358	0.0002	1.7358	1.3175
No log	0.1235	72	1.6195	-0.0036	1.6195	1.2726
No log	0.1269	74	1.4822	0.0152	1.4822	1.2174
No log	0.1304	76	1.2915	0.0599	1.2915	1.1364
No log	0.1338	78	1.1804	0.0669	1.1804	1.0865
No log	0.1372	80	1.2141	0.0485	1.2141	1.1019
No log	0.1407	82	1.3422	-0.0004	1.3422	1.1585
No log	0.1441	84	1.1635	0.0737	1.1635	1.0787
No log	0.1475	86	0.9490	0.0682	0.9490	0.9742
No log	0.1509	88	0.8979	0.0682	0.8979	0.9476
No log	0.1544	90	0.9215	0.0630	0.9215	0.9600
No log	0.1578	92	1.0162	0.0766	1.0162	1.0081
No log	0.1612	94	1.0891	0.0804	1.0891	1.0436
No log	0.1647	96	1.0281	0.0957	1.0281	1.0139
No log	0.1681	98	0.9041	0.0992	0.9041	0.9508
No log	0.1715	100	0.8600	0.0842	0.8600	0.9274
No log	0.1750	102	0.8940	0.0845	0.8940	0.9455
No log	0.1784	104	0.8905	0.0823	0.8905	0.9437
No log	0.1818	106	0.8699	0.0630	0.8699	0.9327
No log	0.1852	108	0.9257	0.0643	0.9257	0.9621
No log	0.1887	110	1.0056	0.0818	1.0056	1.0028
No log	0.1921	112	0.9491	0.0678	0.9491	0.9742
No log	0.1955	114	0.9983	0.0683	0.9983	0.9991
No log	0.1990	116	1.0346	0.0737	1.0346	1.0171
No log	0.2024	118	1.0319	0.0808	1.0319	1.0158
No log	0.2058	120	1.0585	0.0957	1.0585	1.0289
No log	0.2093	122	1.1211	0.1074	1.1211	1.0588
No log	0.2127	124	1.2209	0.1052	1.2209	1.1049
No log	0.2161	126	1.2090	0.1047	1.2090	1.0996
No log	0.2196	128	1.0891	0.1219	1.0891	1.0436
No log	0.2230	130	2.5667	0.0289	2.5667	1.6021
No log	0.2264	132	4.8560	-0.0172	4.8560	2.2036
No log	0.2298	134	2.7746	0.0366	2.7746	1.6657
No log	0.2333	136	0.8076	0.0995	0.8076	0.8987
No log	0.2367	138	0.9279	0.0620	0.9279	0.9633
No log	0.2401	140	1.0653	0.0579	1.0653	1.0322
No log	0.2436	142	0.9947	0.0593	0.9947	0.9973
No log	0.2470	144	0.8734	0.0459	0.8734	0.9346
No log	0.2504	146	0.8209	0.0459	0.8209	0.9060
No log	0.2539	148	0.8149	0.0459	0.8149	0.9027
No log	0.2573	150	0.8122	0.0459	0.8122	0.9012
No log	0.2607	152	0.8128	0.0459	0.8128	0.9016
No log	0.2642	154	0.8080	0.0459	0.8080	0.8989
No log	0.2676	156	0.8144	0.0617	0.8144	0.9024
No log	0.2710	158	0.8260	0.0747	0.8260	0.9088
No log	0.2744	160	0.8116	0.0724	0.8116	0.9009
No log	0.2779	162	0.7971	0.0644	0.7971	0.8928
No log	0.2813	164	0.8109	0.0558	0.8109	0.9005
No log	0.2847	166	0.8364	0.0558	0.8364	0.9145
No log	0.2882	168	0.7910	0.0558	0.7910	0.8894
No log	0.2916	170	0.7807	0.0558	0.7807	0.8835
No log	0.2950	172	0.7720	0.0620	0.7720	0.8786
No log	0.2985	174	0.7883	0.0747	0.7883	0.8879
No log	0.3019	176	0.7986	0.0814	0.7986	0.8937
No log	0.3053	178	0.7986	0.0836	0.7986	0.8936
No log	0.3087	180	0.7869	0.0747	0.7869	0.8871
No log	0.3122	182	0.8133	0.0620	0.8133	0.9018
No log	0.3156	184	0.8636	0.0459	0.8636	0.9293
No log	0.3190	186	0.8813	0.0434	0.8813	0.9388
No log	0.3225	188	0.8884	0.0549	0.8884	0.9426
No log	0.3259	190	0.8814	0.0555	0.8814	0.9388
No log	0.3293	192	0.8817	0.1626	0.8817	0.9390
No log	0.3328	194	0.8910	0.2245	0.8910	0.9439
No log	0.3362	196	0.8679	0.2799	0.8679	0.9316
No log	0.3396	198	0.8133	0.1795	0.8133	0.9019
No log	0.3431	200	0.8171	0.1940	0.8171	0.9040
No log	0.3465	202	0.8469	0.2575	0.8469	0.9203
No log	0.3499	204	0.8790	0.2307	0.8790	0.9376
No log	0.3533	206	0.8847	0.1400	0.8847	0.9406
No log	0.3568	208	0.9028	0.0502	0.9028	0.9501
No log	0.3602	210	0.9008	0.0690	0.9008	0.9491
No log	0.3636	212	0.8805	0.1004	0.8805	0.9383
No log	0.3671	214	0.8424	0.0820	0.8424	0.9178
No log	0.3705	216	0.8325	0.0753	0.8325	0.9124
No log	0.3739	218	0.8144	0.0874	0.8144	0.9025
No log	0.3774	220	0.8314	0.2189	0.8314	0.9118
No log	0.3808	222	0.8541	0.3114	0.8541	0.9242
No log	0.3842	224	0.8353	0.2907	0.8353	0.9140
No log	0.3877	226	0.8128	0.2936	0.8128	0.9015
No log	0.3911	228	0.7832	0.2022	0.7832	0.8850
No log	0.3945	230	0.7746	0.1606	0.7746	0.8801
No log	0.3979	232	0.7689	0.1796	0.7689	0.8768
No log	0.4014	234	0.7650	0.1695	0.7650	0.8747
No log	0.4048	236	0.7645	0.1502	0.7645	0.8743
No log	0.4082	238	0.7622	0.0676	0.7622	0.8730
No log	0.4117	240	0.7626	0.0693	0.7626	0.8733
No log	0.4151	242	0.7589	0.0777	0.7589	0.8711
No log	0.4185	244	0.7769	0.3239	0.7769	0.8814
No log	0.4220	246	0.8533	0.3712	0.8533	0.9238
No log	0.4254	248	0.8826	0.3042	0.8826	0.9395
No log	0.4288	250	0.8974	0.2468	0.8974	0.9473
No log	0.4322	252	0.8558	0.2418	0.8558	0.9251
No log	0.4357	254	0.8683	0.0838	0.8683	0.9318
No log	0.4391	256	1.8847	0.0116	1.8847	1.3728
No log	0.4425	258	1.9193	0.0196	1.9193	1.3854
No log	0.4460	260	1.7541	0.0279	1.7541	1.3244
No log	0.4494	262	1.1901	0.1307	1.1901	1.0909
No log	0.4528	264	0.8152	0.1156	0.8152	0.9029
No log	0.4563	266	0.7355	0.0860	0.7355	0.8576
No log	0.4597	268	0.7253	0.0693	0.7253	0.8517
No log	0.4631	270	0.7311	0.0728	0.7311	0.8551
No log	0.4666	272	0.7594	0.2769	0.7594	0.8715
No log	0.4700	274	0.7950	0.4128	0.7950	0.8916
No log	0.4734	276	0.8190	0.3663	0.8190	0.9050
No log	0.4768	278	0.8627	0.3435	0.8627	0.9288
No log	0.4803	280	0.8799	0.3281	0.8799	0.9381
No log	0.4837	282	0.8792	0.3281	0.8792	0.9377
No log	0.4871	284	0.8162	0.3401	0.8162	0.9034
No log	0.4906	286	0.7772	0.4092	0.7772	0.8816
No log	0.4940	288	0.7801	0.3999	0.7801	0.8832
No log	0.4974	290	0.7471	0.3607	0.7471	0.8643
No log	0.5009	292	0.7161	0.2118	0.7161	0.8462
No log	0.5043	294	0.7337	0.3039	0.7337	0.8565
No log	0.5077	296	0.7708	0.4149	0.7708	0.8779
No log	0.5111	298	0.7610	0.3708	0.7610	0.8724
No log	0.5146	300	0.7456	0.3050	0.7456	0.8635
No log	0.5180	302	0.7360	0.2361	0.7360	0.8579
No log	0.5214	304	0.7349	0.2281	0.7349	0.8573
No log	0.5249	306	0.7285	0.2043	0.7285	0.8536
No log	0.5283	308	0.7070	0.1514	0.7070	0.8408
No log	0.5317	310	0.7056	0.2389	0.7056	0.8400
No log	0.5352	312	0.6916	0.1769	0.6916	0.8316
No log	0.5386	314	0.6841	0.0977	0.6841	0.8271
No log	0.5420	316	0.7423	0.1207	0.7423	0.8616
No log	0.5455	318	0.9220	0.1621	0.9220	0.9602
No log	0.5489	320	1.0175	0.2216	1.0175	1.0087
No log	0.5523	322	1.0533	0.2130	1.0533	1.0263
No log	0.5557	324	0.9320	0.2034	0.9320	0.9654
No log	0.5592	326	0.7331	0.1527	0.7331	0.8562
No log	0.5626	328	0.6548	0.1728	0.6548	0.8092
No log	0.5660	330	0.6968	0.3633	0.6968	0.8347
No log	0.5695	332	0.7427	0.3691	0.7427	0.8618
No log	0.5729	334	0.7882	0.2644	0.7882	0.8878
No log	0.5763	336	0.8160	0.0905	0.8160	0.9033
No log	0.5798	338	0.8233	0.0540	0.8233	0.9073
No log	0.5832	340	0.8169	0.0581	0.8169	0.9038
No log	0.5866	342	0.8322	0.0558	0.8322	0.9123
No log	0.5901	344	0.8375	0.0558	0.8375	0.9152
No log	0.5935	346	0.8434	0.0558	0.8434	0.9184
No log	0.5969	348	0.8369	0.0655	0.8369	0.9148
No log	0.6003	350	0.8578	0.0558	0.8578	0.9262
No log	0.6038	352	0.8761	0.0533	0.8761	0.9360
No log	0.6072	354	0.8633	0.0533	0.8633	0.9291
No log	0.6106	356	0.8311	0.0533	0.8311	0.9117
No log	0.6141	358	0.8233	0.0533	0.8233	0.9074
No log	0.6175	360	0.8318	0.0545	0.8318	0.9120
No log	0.6209	362	0.8117	0.0672	0.8117	0.9010
No log	0.6244	364	0.7745	0.1929	0.7745	0.8800
No log	0.6278	366	0.7582	0.3273	0.7582	0.8707
No log	0.6312	368	0.7591	0.3862	0.7591	0.8713
No log	0.6346	370	0.7898	0.3950	0.7898	0.8887
No log	0.6381	372	0.7906	0.3908	0.7906	0.8892
No log	0.6415	374	0.7817	0.3939	0.7817	0.8841
No log	0.6449	376	0.7472	0.4034	0.7472	0.8644
No log	0.6484	378	0.6836	0.2956	0.6836	0.8268
No log	0.6518	380	0.6678	0.2076	0.6678	0.8172
No log	0.6552	382	0.6667	0.1808	0.6667	0.8165
No log	0.6587	384	0.6672	0.2037	0.6672	0.8168
No log	0.6621	386	0.6815	0.3610	0.6815	0.8255
No log	0.6655	388	0.7429	0.3978	0.7429	0.8619
No log	0.6690	390	0.8098	0.3911	0.8098	0.8999
No log	0.6724	392	0.8099	0.3792	0.8099	0.9000
No log	0.6758	394	0.8004	0.3823	0.8004	0.8946
No log	0.6792	396	0.7312	0.3793	0.7312	0.8551
No log	0.6827	398	0.7154	0.3665	0.7154	0.8458
No log	0.6861	400	0.6883	0.3723	0.6883	0.8297
No log	0.6895	402	0.6618	0.3733	0.6618	0.8135
No log	0.6930	404	0.6510	0.3558	0.6510	0.8068
No log	0.6964	406	0.6427	0.3455	0.6427	0.8017
No log	0.6998	408	0.6877	0.2104	0.6877	0.8293
No log	0.7033	410	0.7691	0.1952	0.7691	0.8770
No log	0.7067	412	0.6090	0.4214	0.6090	0.7804
No log	0.7101	414	0.6570	0.4416	0.6570	0.8105
No log	0.7136	416	0.6584	0.4009	0.6584	0.8114
No log	0.7170	418	0.6512	0.3557	0.6512	0.8070
No log	0.7204	420	0.7077	0.2119	0.7077	0.8413
No log	0.7238	422	0.7783	0.1751	0.7783	0.8822
No log	0.7273	424	0.7581	0.1718	0.7581	0.8707
No log	0.7307	426	0.7271	0.1811	0.7271	0.8527
No log	0.7341	428	0.7055	0.2054	0.7055	0.8399
No log	0.7376	430	0.6621	0.3369	0.6621	0.8137
No log	0.7410	432	0.6885	0.3977	0.6885	0.8297
No log	0.7444	434	0.6920	0.4186	0.6920	0.8318
No log	0.7479	436	0.6917	0.4300	0.6917	0.8317
No log	0.7513	438	0.6280	0.4431	0.6280	0.7925
No log	0.7547	440	0.5963	0.4405	0.5963	0.7722
No log	0.7581	442	0.5874	0.4380	0.5874	0.7664
No log	0.7616	444	0.5913	0.4492	0.5913	0.7689
No log	0.7650	446	0.6154	0.4674	0.6154	0.7845
No log	0.7684	448	0.6316	0.4507	0.6316	0.7947
No log	0.7719	450	0.5995	0.4604	0.5995	0.7743
No log	0.7753	452	0.5784	0.4653	0.5784	0.7605
No log	0.7787	454	0.5788	0.4011	0.5788	0.7608
No log	0.7822	456	0.6058	0.3145	0.6058	0.7783
No log	0.7856	458	0.6096	0.2966	0.6096	0.7808
No log	0.7890	460	0.6101	0.2799	0.6101	0.7811
No log	0.7925	462	0.6341	0.2733	0.6341	0.7963
No log	0.7959	464	0.5612	0.3275	0.5612	0.7491
No log	0.7993	466	0.5301	0.4283	0.5301	0.7281
No log	0.8027	468	0.5363	0.4775	0.5363	0.7323
No log	0.8062	470	0.5627	0.4966	0.5627	0.7502
No log	0.8096	472	0.6140	0.5264	0.6140	0.7836
No log	0.8130	474	0.6255	0.5175	0.6255	0.7909
No log	0.8165	476	0.6558	0.5165	0.6558	0.8098
No log	0.8199	478	0.6823	0.5129	0.6823	0.8260
No log	0.8233	480	0.6910	0.4902	0.6910	0.8313
No log	0.8268	482	0.6955	0.4858	0.6955	0.8340
No log	0.8302	484	0.6444	0.5138	0.6444	0.8028
No log	0.8336	486	0.6024	0.4028	0.6024	0.7762
No log	0.8370	488	0.5988	0.3254	0.5988	0.7738
No log	0.8405	490	0.5972	0.3724	0.5972	0.7728
No log	0.8439	492	0.5991	0.4367	0.5991	0.7740
No log	0.8473	494	0.6037	0.4775	0.6037	0.7770
No log	0.8508	496	0.5667	0.4162	0.5667	0.7528
No log	0.8542	498	0.5614	0.3345	0.5614	0.7492
1.4467	0.8576	500	0.5595	0.3099	0.5595	0.7480
1.4467	0.8611	502	0.5750	0.3021	0.5750	0.7583
1.4467	0.8645	504	0.5486	0.3463	0.5486	0.7407
1.4467	0.8679	506	0.5228	0.4251	0.5228	0.7230
1.4467	0.8714	508	0.5220	0.4514	0.5220	0.7225
1.4467	0.8748	510	0.5299	0.5216	0.5299	0.7280
1.4467	0.8782	512	0.5365	0.5290	0.5365	0.7324
1.4467	0.8816	514	0.5426	0.5082	0.5426	0.7366
1.4467	0.8851	516	0.5536	0.5262	0.5536	0.7441
1.4467	0.8885	518	0.6244	0.5335	0.6244	0.7902
1.4467	0.8919	520	0.6433	0.5236	0.6433	0.8020
1.4467	0.8954	522	0.6888	0.5369	0.6888	0.8299
1.4467	0.8988	524	0.8037	0.4895	0.8037	0.8965
1.4467	0.9022	526	0.7234	0.5176	0.7234	0.8506
1.4467	0.9057	528	0.7297	0.5097	0.7297	0.8542
1.4467	0.9091	530	0.7516	0.5034	0.7516	0.8669
1.4467	0.9125	532	0.7611	0.4916	0.7611	0.8724
1.4467	0.9160	534	0.6036	0.5769	0.6036	0.7769
1.4467	0.9194	536	0.4908	0.4728	0.4908	0.7005
1.4467	0.9228	538	0.5400	0.4473	0.5400	0.7348
1.4467	0.9262	540	0.6013	0.3841	0.6013	0.7754
1.4467	0.9297	542	0.5468	0.4434	0.5468	0.7394
1.4467	0.9331	544	0.4979	0.4585	0.4979	0.7056
1.4467	0.9365	546	0.4855	0.4803	0.4855	0.6968
1.4467	0.9400	548	0.4848	0.5022	0.4848	0.6963
1.4467	0.9434	550	0.4907	0.5268	0.4907	0.7005
1.4467	0.9468	552	0.5412	0.5541	0.5412	0.7356
1.4467	0.9503	554	0.5753	0.5743	0.5753	0.7585
1.4467	0.9537	556	0.5410	0.5593	0.5410	0.7355
1.4467	0.9571	558	0.5243	0.5358	0.5243	0.7241
1.4467	0.9605	560	0.5355	0.5508	0.5355	0.7318
1.4467	0.9640	562	0.6039	0.5449	0.6039	0.7771
1.4467	0.9674	564	0.5849	0.5535	0.5849	0.7648
1.4467	0.9708	566	0.5134	0.5411	0.5134	0.7165
1.4467	0.9743	568	0.4942	0.4772	0.4942	0.7030
1.4467	0.9777	570	0.5022	0.4533	0.5022	0.7087
1.4467	0.9811	572	0.4918	0.5004	0.4918	0.7013
1.4467	0.9846	574	0.5402	0.5311	0.5402	0.7350
1.4467	0.9880	576	0.5852	0.5550	0.5852	0.7650
1.4467	0.9914	578	0.5398	0.5377	0.5398	0.7347
1.4467	0.9949	580	0.5121	0.5300	0.5121	0.7156
1.4467	0.9983	582	0.4940	0.4900	0.4940	0.7028
1.4467	1.0017	584	0.5047	0.4475	0.5047	0.7104
1.4467	1.0051	586	0.5087	0.4404	0.5087	0.7132
1.4467	1.0086	588	0.4969	0.4986	0.4969	0.7049
1.4467	1.0120	590	0.4991	0.5336	0.4991	0.7065
1.4467	1.0154	592	0.5040	0.5444	0.5040	0.7099
1.4467	1.0189	594	0.4863	0.5234	0.4863	0.6973
1.4467	1.0223	596	0.4988	0.4800	0.4988	0.7063
1.4467	1.0257	598	0.5908	0.4059	0.5908	0.7686
1.4467	1.0292	600	0.6252	0.3926	0.6252	0.7907
1.4467	1.0326	602	0.5112	0.4579	0.5112	0.7150
1.4467	1.0360	604	0.5122	0.5698	0.5122	0.7157
1.4467	1.0395	606	0.7310	0.4911	0.7310	0.8550
1.4467	1.0429	608	0.8856	0.4021	0.8856	0.9411
1.4467	1.0463	610	0.9630	0.3085	0.9630	0.9813
1.4467	1.0497	612	0.9528	0.2853	0.9528	0.9761
1.4467	1.0532	614	0.9115	0.2412	0.9115	0.9547
1.4467	1.0566	616	0.8846	0.1487	0.8846	0.9406
1.4467	1.0600	618	0.7885	0.3236	0.7885	0.8880
1.4467	1.0635	620	0.6935	0.4716	0.6935	0.8328
1.4467	1.0669	622	0.6428	0.5356	0.6428	0.8017
1.4467	1.0703	624	0.6412	0.5383	0.6412	0.8007
1.4467	1.0738	626	0.6226	0.5171	0.6226	0.7891
1.4467	1.0772	628	0.5974	0.5300	0.5974	0.7729
1.4467	1.0806	630	0.5614	0.5356	0.5614	0.7492
1.4467	1.0840	632	0.5480	0.5475	0.5480	0.7403
1.4467	1.0875	634	0.5286	0.5256	0.5286	0.7271
1.4467	1.0909	636	0.5107	0.4668	0.5107	0.7146
1.4467	1.0943	638	0.5219	0.3653	0.5219	0.7224
1.4467	1.0978	640	0.5869	0.2661	0.5869	0.7661
1.4467	1.1012	642	0.6165	0.2497	0.6165	0.7851
1.4467	1.1046	644	0.5858	0.2664	0.5858	0.7654
1.4467	1.1081	646	0.5430	0.3289	0.5430	0.7369
1.4467	1.1115	648	0.5303	0.3594	0.5303	0.7282
1.4467	1.1149	650	0.5374	0.3472	0.5374	0.7331
1.4467	1.1184	652	0.5604	0.3247	0.5604	0.7486
1.4467	1.1218	654	0.5965	0.2873	0.5965	0.7723
1.4467	1.1252	656	0.6517	0.2560	0.6517	0.8073
1.4467	1.1286	658	0.6403	0.2600	0.6403	0.8002
1.4467	1.1321	660	0.5611	0.3158	0.5611	0.7490
1.4467	1.1355	662	0.5172	0.4185	0.5172	0.7192
1.4467	1.1389	664	0.5615	0.5188	0.5615	0.7493
1.4467	1.1424	666	0.6296	0.5406	0.6296	0.7935
1.4467	1.1458	668	0.6790	0.5060	0.6790	0.8240
1.4467	1.1492	670	0.6252	0.5295	0.6252	0.7907
1.4467	1.1527	672	0.5617	0.5067	0.5617	0.7495
1.4467	1.1561	674	0.5482	0.5205	0.5482	0.7404
1.4467	1.1595	676	0.5532	0.5105	0.5532	0.7438
1.4467	1.1630	678	0.5241	0.5325	0.5241	0.7239
1.4467	1.1664	680	0.5108	0.4480	0.5108	0.7147
1.4467	1.1698	682	0.5547	0.2923	0.5547	0.7448
1.4467	1.1732	684	0.5698	0.2945	0.5698	0.7549
1.4467	1.1767	686	0.5462	0.3037	0.5462	0.7390
1.4467	1.1801	688	0.5157	0.4053	0.5157	0.7181
1.4467	1.1835	690	0.5196	0.5144	0.5196	0.7208
1.4467	1.1870	692	0.5475	0.5311	0.5475	0.7400
1.4467	1.1904	694	0.6014	0.5623	0.6014	0.7755
1.4467	1.1938	696	0.6404	0.5366	0.6404	0.8003
1.4467	1.1973	698	0.6191	0.5592	0.6191	0.7868
1.4467	1.2007	700	0.5985	0.5541	0.5985	0.7736
1.4467	1.2041	702	0.5791	0.5440	0.5791	0.7610
1.4467	1.2075	704	0.5684	0.5482	0.5684	0.7539
1.4467	1.2110	706	0.5335	0.5284	0.5335	0.7304
1.4467	1.2144	708	0.5002	0.5346	0.5002	0.7073
1.4467	1.2178	710	0.4808	0.5058	0.4808	0.6934
1.4467	1.2213	712	0.4982	0.4652	0.4982	0.7058
1.4467	1.2247	714	0.5175	0.4509	0.5175	0.7194
1.4467	1.2281	716	0.5188	0.4514	0.5188	0.7203
1.4467	1.2316	718	0.5650	0.4206	0.5650	0.7517
1.4467	1.2350	720	0.6433	0.3495	0.6433	0.8021
1.4467	1.2384	722	0.5728	0.4136	0.5728	0.7568
1.4467	1.2419	724	0.4843	0.5375	0.4843	0.6959
1.4467	1.2453	726	0.5314	0.5164	0.5314	0.7290
1.4467	1.2487	728	0.5652	0.4515	0.5652	0.7518
1.4467	1.2521	730	0.5401	0.5090	0.5401	0.7349
1.4467	1.2556	732	0.5091	0.5267	0.5091	0.7135
1.4467	1.2590	734	0.5036	0.5331	0.5036	0.7096
1.4467	1.2624	736	0.5180	0.5579	0.5180	0.7197
1.4467	1.2659	738	0.5450	0.5734	0.5450	0.7382
1.4467	1.2693	740	0.6033	0.5591	0.6033	0.7767
1.4467	1.2727	742	0.6785	0.5214	0.6785	0.8237
1.4467	1.2762	744	0.7074	0.5244	0.7074	0.8411
1.4467	1.2796	746	0.7368	0.5110	0.7368	0.8584
1.4467	1.2830	748	0.7032	0.5253	0.7032	0.8386
1.4467	1.2864	750	0.6386	0.5526	0.6386	0.7991
1.4467	1.2899	752	0.5645	0.5853	0.5645	0.7514
1.4467	1.2933	754	0.5120	0.5700	0.5120	0.7155
1.4467	1.2967	756	0.5050	0.5636	0.5050	0.7106
1.4467	1.3002	758	0.4909	0.5660	0.4909	0.7006
1.4467	1.3036	760	0.4752	0.5537	0.4752	0.6894
1.4467	1.3070	762	0.4705	0.5425	0.4705	0.6859
1.4467	1.3105	764	0.4769	0.5650	0.4769	0.6906
1.4467	1.3139	766	0.5247	0.5878	0.5247	0.7244
1.4467	1.3173	768	0.5567	0.5820	0.5567	0.7461
1.4467	1.3208	770	0.5621	0.5798	0.5621	0.7497
1.4467	1.3242	772	0.5323	0.5977	0.5323	0.7296
1.4467	1.3276	774	0.5068	0.5952	0.5068	0.7119
1.4467	1.3310	776	0.4927	0.5798	0.4927	0.7019
1.4467	1.3345	778	0.5172	0.5159	0.5172	0.7192
1.4467	1.3379	780	0.5354	0.4926	0.5354	0.7317
1.4467	1.3413	782	0.5227	0.4901	0.5227	0.7230
1.4467	1.3448	784	0.5517	0.4711	0.5517	0.7427
1.4467	1.3482	786	0.6068	0.4424	0.6068	0.7790
1.4467	1.3516	788	0.5734	0.4632	0.5734	0.7573
1.4467	1.3551	790	0.5509	0.4758	0.5509	0.7423
1.4467	1.3585	792	0.5378	0.4870	0.5378	0.7333
1.4467	1.3619	794	0.4953	0.5192	0.4953	0.7038
1.4467	1.3654	796	0.4681	0.5414	0.4681	0.6842
1.4467	1.3688	798	0.4889	0.5946	0.4889	0.6992
1.4467	1.3722	800	0.5452	0.6009	0.5452	0.7384
1.4467	1.3756	802	0.6980	0.5381	0.6980	0.8355
1.4467	1.3791	804	0.8372	0.4942	0.8372	0.9150
1.4467	1.3825	806	0.9861	0.4654	0.9861	0.9930
1.4467	1.3859	808	1.1494	0.4320	1.1494	1.0721
1.4467	1.3894	810	1.1945	0.4135	1.1945	1.0929
1.4467	1.3928	812	1.0414	0.4591	1.0414	1.0205
1.4467	1.3962	814	0.7966	0.5238	0.7966	0.8925
1.4467	1.3997	816	0.5620	0.6009	0.5620	0.7497
1.4467	1.4031	818	0.4917	0.5098	0.4917	0.7012
1.4467	1.4065	820	0.5848	0.4308	0.5848	0.7647
1.4467	1.4099	822	0.6022	0.4328	0.6022	0.7760
1.4467	1.4134	824	0.5356	0.4644	0.5356	0.7319
1.4467	1.4168	826	0.4930	0.4972	0.4930	0.7021
1.4467	1.4202	828	0.5180	0.5755	0.5180	0.7197
1.4467	1.4237	830	0.5769	0.5715	0.5769	0.7595
1.4467	1.4271	832	0.6236	0.5765	0.6236	0.7897
1.4467	1.4305	834	0.6349	0.5654	0.6349	0.7968
1.4467	1.4340	836	0.5807	0.5617	0.5807	0.7621
1.4467	1.4374	838	0.5394	0.5114	0.5394	0.7344
1.4467	1.4408	840	0.5532	0.4129	0.5532	0.7438
1.4467	1.4443	842	0.5295	0.4610	0.5295	0.7277
1.4467	1.4477	844	0.5082	0.5507	0.5082	0.7129
1.4467	1.4511	846	0.5605	0.5704	0.5605	0.7487
1.4467	1.4545	848	0.5777	0.5612	0.5777	0.7601
1.4467	1.4580	850	0.5747	0.5383	0.5747	0.7581
1.4467	1.4614	852	0.5844	0.5035	0.5844	0.7644
1.4467	1.4648	854	0.6067	0.4904	0.6067	0.7789
1.4467	1.4683	856	0.6499	0.4798	0.6499	0.8062
1.4467	1.4717	858	0.6804	0.4627	0.6804	0.8249
1.4467	1.4751	860	0.7119	0.4594	0.7119	0.8438
1.4467	1.4786	862	0.6832	0.4750	0.6832	0.8265
1.4467	1.4820	864	0.6485	0.4806	0.6485	0.8053
1.4467	1.4854	866	0.6089	0.4928	0.6089	0.7803
1.4467	1.4889	868	0.5959	0.5352	0.5959	0.7720
1.4467	1.4923	870	0.6194	0.5600	0.6194	0.7870
1.4467	1.4957	872	0.6318	0.5642	0.6318	0.7949
1.4467	1.4991	874	0.6293	0.5612	0.6293	0.7933
1.4467	1.5026	876	0.6245	0.5551	0.6245	0.7903
1.4467	1.5060	878	0.6221	0.5464	0.6221	0.7888
1.4467	1.5094	880	0.6268	0.5602	0.6268	0.7917
1.4467	1.5129	882	0.6381	0.5641	0.6381	0.7988
1.4467	1.5163	884	0.7047	0.5904	0.7047	0.8394
1.4467	1.5197	886	0.8195	0.5681	0.8195	0.9053
1.4467	1.5232	888	0.9176	0.5200	0.9176	0.9579
1.4467	1.5266	890	0.8808	0.5355	0.8808	0.9385
1.4467	1.5300	892	0.8105	0.5565	0.8105	0.9003
1.4467	1.5334	894	0.7524	0.5707	0.7524	0.8674
1.4467	1.5369	896	0.6910	0.5920	0.6910	0.8312
1.4467	1.5403	898	0.6964	0.5859	0.6964	0.8345
1.4467	1.5437	900	0.6703	0.5921	0.6703	0.8187
1.4467	1.5472	902	0.6408	0.5879	0.6408	0.8005
1.4467	1.5506	904	0.6144	0.5458	0.6144	0.7838
1.4467	1.5540	906	0.5912	0.5258	0.5912	0.7689
1.4467	1.5575	908	0.6039	0.4918	0.6039	0.7771
1.4467	1.5609	910	0.7268	0.4464	0.7268	0.8525
1.4467	1.5643	912	0.8848	0.4019	0.8848	0.9406
1.4467	1.5678	914	0.8112	0.4244	0.8112	0.9007
1.4467	1.5712	916	0.6855	0.4701	0.6855	0.8279
1.4467	1.5746	918	0.5862	0.4971	0.5862	0.7656
1.4467	1.5780	920	0.5316	0.5337	0.5316	0.7291
1.4467	1.5815	922	0.5797	0.6002	0.5797	0.7614
1.4467	1.5849	924	0.6757	0.5839	0.6757	0.8220
1.4467	1.5883	926	0.7027	0.5251	0.7027	0.8383
1.4467	1.5918	928	0.6812	0.4456	0.6812	0.8253
1.4467	1.5952	930	0.6881	0.4488	0.6881	0.8295
1.4467	1.5986	932	0.7299	0.4800	0.7299	0.8544
1.4467	1.6021	934	0.7679	0.5006	0.7679	0.8763
1.4467	1.6055	936	0.7714	0.4971	0.7714	0.8783
1.4467	1.6089	938	0.7134	0.5341	0.7134	0.8446
1.4467	1.6123	940	0.6023	0.5899	0.6023	0.7761
1.4467	1.6158	942	0.5084	0.5953	0.5084	0.7130
1.4467	1.6192	944	0.4845	0.5553	0.4845	0.6960
1.4467	1.6226	946	0.5044	0.5000	0.5044	0.7102
1.4467	1.6261	948	0.5057	0.5064	0.5057	0.7111
1.4467	1.6295	950	0.4857	0.5267	0.4857	0.6969
1.4467	1.6329	952	0.4853	0.5538	0.4853	0.6966
1.4467	1.6364	954	0.5263	0.5920	0.5263	0.7255
1.4467	1.6398	956	0.5516	0.5825	0.5516	0.7427
1.4467	1.6432	958	0.5468	0.5930	0.5468	0.7394
1.4467	1.6467	960	0.5185	0.5757	0.5185	0.7200
1.4467	1.6501	962	0.5088	0.4945	0.5088	0.7133
1.4467	1.6535	964	0.5813	0.3930	0.5813	0.7625
1.4467	1.6569	966	0.5810	0.4091	0.5810	0.7622
1.4467	1.6604	968	0.5508	0.4628	0.5508	0.7422
1.4467	1.6638	970	0.4762	0.5199	0.4762	0.6901
1.4467	1.6672	972	0.4902	0.5730	0.4902	0.7002
1.4467	1.6707	974	0.5267	0.5791	0.5267	0.7258
1.4467	1.6741	976	0.5422	0.5672	0.5422	0.7363
1.4467	1.6775	978	0.5207	0.5731	0.5207	0.7216
1.4467	1.6810	980	0.5013	0.5841	0.5013	0.7080
1.4467	1.6844	982	0.5081	0.5773	0.5081	0.7128
1.4467	1.6878	984	0.5251	0.5647	0.5251	0.7246
1.4467	1.6913	986	0.5149	0.5633	0.5149	0.7176
1.4467	1.6947	988	0.4974	0.5435	0.4974	0.7052
1.4467	1.6981	990	0.4818	0.5208	0.4818	0.6941
1.4467	1.7015	992	0.4888	0.4916	0.4888	0.6991
1.4467	1.7050	994	0.5038	0.4543	0.5038	0.7098
1.4467	1.7084	996	0.5016	0.4525	0.5016	0.7082
1.4467	1.7118	998	0.4872	0.4982	0.4872	0.6980
1.307	1.7153	1000	0.4887	0.4958	0.4887	0.6991
1.307	1.7187	1002	0.5017	0.5087	0.5017	0.7083
1.307	1.7221	1004	0.5236	0.5381	0.5236	0.7236
1.307	1.7256	1006	0.5646	0.5846	0.5646	0.7514
1.307	1.7290	1008	0.5972	0.5660	0.5972	0.7728
1.307	1.7324	1010	0.5695	0.5561	0.5695	0.7546
1.307	1.7358	1012	0.5178	0.5463	0.5178	0.7196
1.307	1.7393	1014	0.4861	0.5501	0.4861	0.6972
1.307	1.7427	1016	0.4876	0.5395	0.4876	0.6983
1.307	1.7461	1018	0.4866	0.5360	0.4866	0.6975
1.307	1.7496	1020	0.4853	0.5405	0.4853	0.6966
1.307	1.7530	1022	0.4882	0.5377	0.4882	0.6987
1.307	1.7564	1024	0.5056	0.5343	0.5056	0.7110
1.307	1.7599	1026	0.5697	0.5727	0.5697	0.7548
1.307	1.7633	1028	0.5984	0.5816	0.5984	0.7735
1.307	1.7667	1030	0.5625	0.5673	0.5625	0.7500
1.307	1.7702	1032	0.5218	0.5736	0.5218	0.7223
1.307	1.7736	1034	0.4841	0.5602	0.4841	0.6958
1.307	1.7770	1036	0.4750	0.5322	0.4750	0.6892
1.307	1.7804	1038	0.5044	0.4753	0.5044	0.7102
1.307	1.7839	1040	0.5388	0.4538	0.5388	0.7340
1.307	1.7873	1042	0.5200	0.4602	0.5200	0.7211
1.307	1.7907	1044	0.4939	0.4771	0.4939	0.7028
1.307	1.7942	1046	0.4687	0.5325	0.4687	0.6846
1.307	1.7976	1048	0.4940	0.5668	0.4940	0.7029
1.307	1.8010	1050	0.5585	0.5803	0.5585	0.7473
1.307	1.8045	1052	0.5689	0.5679	0.5689	0.7542
1.307	1.8079	1054	0.5711	0.5514	0.5711	0.7557
1.307	1.8113	1056	0.6434	0.5778	0.6434	0.8021
1.307	1.8148	1058	0.7629	0.5149	0.7629	0.8735
1.307	1.8182	1060	0.8838	0.4890	0.8838	0.9401
1.307	1.8216	1062	0.9201	0.4814	0.9201	0.9592
1.307	1.8250	1064	0.9079	0.4724	0.9079	0.9529
1.307	1.8285	1066	0.8348	0.4747	0.8348	0.9137
1.307	1.8319	1068	0.8540	0.4885	0.8540	0.9241

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1